A Gaussian Particle Swarm Optimization-Based Phase Unwrapping Algorithm

Rong Li;Xianming Xie
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引用次数: 1

Abstract

A Gaussian particle swarm optimization-based phase unwrapping (PU) technique is presented to recover unwrapped phases reflecting the deformation or height of the observed objects from measured interferograms composed of wrapped phases. First, the Gaussian particle swarm optimization strategy is exploited into PU for measured interferograms, and a robust PU program based on the Gaussian particle filter is constructed by combining a robust phase slope estimation technique demonstrated well previously. Second, an efficient path-following approach is exploited to route the paths of PU to improve the accuracy and efficiency in PU for interferograms. Finally, the performances of the proposed method are fully demonstrated with the experiments of PU for the simulated and measured interferograms, and the advantages of this method in the accuracy of PU for interferograms are also shown, with respect to some other traditional methods and representative methods.
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基于高斯粒子群优化的相位展开算法
提出了一种基于高斯粒子群优化的相位展开(PU)技术,用于从由包裹相位组成的测量干涉图中恢复反映观察对象变形或高度的包裹相位。首先,将高斯粒子群优化策略应用于测量干涉图的PU中,并结合先前证明的鲁棒相位斜率估计技术,构建了一个基于高斯粒子滤波器的鲁棒PU程序。其次,利用一种有效的路径跟踪方法对PU的路径进行路由,以提高干涉图PU的精度和效率。最后,通过PU对模拟和测量干涉图的实验,充分证明了该方法的性能,并与其他一些传统方法和有代表性的方法相比,表明了该方法在PU对干涉图精度方面的优势。
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4.40
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2024 Index IEEE Journal on Miniaturization for Air and Space Systems Vol. 5 Table of Contents Front Cover The Journal of Miniaturized Air and Space Systems Broadband Miniaturized Antenna Based on Enhanced Magnetic Field Convergence in UAV
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